Pith Number

pith:OHS7PGH6

pith:2025:OHS7PGH6RT4WERUNGI2QLSI6BD

not attested not anchored not stored refs pending

Affect Models Have Weak Generalizability to Atypical Speech

Amrit Romana, Colin Lea, Jaya Narain, Shirley Ren, Vikramjit Mitra

arxiv:2504.16283 v2 · 2025-04-22 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OHS7PGH6RT4WERUNGI2QLSI6BD}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-07-05T11:45:57.616089Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

71e5f798fe8cf962468d323505c91e08e2a7bd64fac2c7bf4490fe8dd426de5b

Aliases

arxiv: 2504.16283 · arxiv_version: 2504.16283v2 · doi: 10.48550/arxiv.2504.16283 · pith_short_12: OHS7PGH6RT4W · pith_short_16: OHS7PGH6RT4WERUN · pith_short_8: OHS7PGH6

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/OHS7PGH6RT4WERUNGI2QLSI6BD \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 71e5f798fe8cf962468d323505c91e08e2a7bd64fac2c7bf4490fe8dd426de5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47fae500b3d1f08005264ba38419c9f8831c92461753538964aff9b65f52c499",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-22T21:40:17Z",
    "title_canon_sha256": "273516d64c223c7a1f77f81cf9ea0a6ba9d229cd6c8dd8b354f7fd7e91284718"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.16283",
    "kind": "arxiv",
    "version": 2
  }
}